| Information geometry N Ay, J Jost, H Vân Lê, L Schwachhöfer Springer, 2017 | 436 | 2017 |
| Information flows in causal networks N Ay, D Polani Advances in complex systems 11 (01), 17-41, 2008 | 359 | 2008 |
| Quantifying unique information N Bertschinger, J Rauh, E Olbrich, J Jost, N Ay Entropy 16 (4), 2161-2183, 2014 | 313 | 2014 |
| Predictive information and explorative behavior of autonomous robots N Ay, N Bertschinger, R Der, F Güttler, E Olbrich The European Physical Journal B 63, 329-339, 2008 | 245 | 2008 |
| The information theory of individuality D Krakauer, N Bertschinger, E Olbrich, JC Flack, N Ay Theory in Biosciences 139, 209-223, 2020 | 152 | 2020 |
| Autonomy: An information theoretic perspective N Bertschinger, E Olbrich, N Ay, J Jost Biosystems 91 (2), 331-345, 2008 | 138 | 2008 |
| Information geometry and sufficient statistics N Ay, J Jost, HV Lê, L Schwachhöfer Probability Theory and Related Fields 162, 327-364, 2015 | 118 | 2015 |
| Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines G Montufar, N Ay Neural computation 23 (5), 1306-1319, 2011 | 115 | 2011 |
| Information geometry on complexity and stochastic interaction N Ay Entropy 17 (4), 2432-2458, 2015 | 110* | 2015 |
| Information driven self-organization of complex robotic behaviors G Martius, R Der, N Ay PloS one 8 (5), e63400, 2013 | 99 | 2013 |
| Robustness and complexity co-constructed in multimodal signalling networks N Ay, J Flack, DC Krakauer Philosophical Transactions of the Royal Society B: Biological Sciences 362 …, 2007 | 98 | 2007 |
| Higher coordination with less control—a result of information maximization in the sensorimotor loop K Zahedi, N Ay, R Der Adaptive Behavior 18 (3-4), 338-355, 2010 | 97 | 2010 |
| Maximizing multi-information N Ay, A Knauf arXiv preprint math-ph/0702002, 2007 | 74 | 2007 |
| Information-theoretic inference of common ancestors B Steudel, N Ay Entropy 17 (4), 2304-2327, 2015 | 72* | 2015 |
| A geometric approach to complexity N Ay, E Olbrich, N Bertschinger, J Jost Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (3), 2011 | 72 | 2011 |
| Geometric robustness theory and biological networks N Ay, DC Krakauer Theory in biosciences 125, 93-121, 2007 | 68 | 2007 |
| A novel approach to canonical divergences within information geometry N Ay, S Amari Entropy 17 (12), 8111-8129, 2015 | 67 | 2015 |
| Quantifying morphological computation K Zahedi, N Ay Entropy 15 (5), 1887-1915, 2013 | 67 | 2013 |
| A unifying framework for complexity measures of finite systems N Ay, E Olbrich, N Bertschinger, J Jost Proceedings of ECCS 6, 2006 | 67 | 2006 |
| An information-geometric approach to a theory of pragmatic structuring N Ay The Annals of Probability 30 (1), 416-436, 2002 | 66 | 2002 |
